{"id":"W3204527360","doi":"10.3390/life11101051","title":"Natural Selection beyond Life? A Workshop Report","year":2021,"lang":"en","type":"article","venue":"Life","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Centre National de la Recherche Scientifique","keywords":"Natural selection; Selection (genetic algorithm); Natural (archaeology); Context (archaeology); Living systems; Philosophy of biology; Epistemology; Cognitive science; Computer science; Data science; Biology; Psychology; Artificial intelligence; Philosophy of science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005975746,0.002010319,0.0008210702,0.001053578,0.003185158,0.007533435,0.003309888,0.007032983,0.0579062],"category_scores_gemma":[0.005350722,0.0006088997,0.001971552,0.0008860455,0.001417843,0.005458296,0.009271184,0.009816433,0.02803021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618512,"about_ca_system_score_gemma":0.005951828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002869953,"about_ca_topic_score_gemma":0.00319273,"domain_scores_codex":[0.99734,0.000619069,0.0001108379,0.0006093616,0.0006741459,0.000646573],"domain_scores_gemma":[0.9956859,0.0005774976,0.0001292607,0.0001870047,0.0009958239,0.002424428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737753,0.0002747626,0.0002544851,0.0004930052,0.0000320871,0.0005877515,0.001016858,0.0003961002,0.001366135,0.0170836,0.9470175,0.03130394],"study_design_scores_gemma":[0.00002817278,0.0001018627,0.0004371669,0.0003237367,0.00001266626,0.0001024452,0.0007928604,0.0001181386,0.0005165876,0.005267678,0.9922745,0.00002419579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.01153783,0.07170781,0.007061226,0.297211,0.4571762,0.0008997526,0.004097579,0.0006969472,0.1496116],"genre_scores_gemma":[0.08406506,0.05361542,0.006067002,0.04847914,0.1045359,0.00171221,0.006904789,0.001064363,0.693556],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0579062,"threshold_uncertainty_score":0.1937155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009464631218664267,"score_gpt":0.2546996666854482,"score_spread":0.2452350354667839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}